{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8194e5c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import talib as ta\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b6301aee",
   "metadata": {},
   "outputs": [],
   "source": [
    "path  = \"E:/HQData/future_klines/\"\n",
    "file = \"kline_rm.zce.csv\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c71a939f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ts_code</th>\n",
       "      <th>trade_date</th>\n",
       "      <th>pre_close</th>\n",
       "      <th>pre_settle</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>settle</th>\n",
       "      <th>change1</th>\n",
       "      <th>change2</th>\n",
       "      <th>vol</th>\n",
       "      <th>amount</th>\n",
       "      <th>oi</th>\n",
       "      <th>oi_chg</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250513</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2549.0</td>\n",
       "      <td>2471.0</td>\n",
       "      <td>2487.0</td>\n",
       "      <td>2505.0</td>\n",
       "      <td>-48.0</td>\n",
       "      <td>-30.0</td>\n",
       "      <td>639508.0</td>\n",
       "      <td>1601869.15</td>\n",
       "      <td>637424.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250512</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2506.0</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>-22.0</td>\n",
       "      <td>621178.0</td>\n",
       "      <td>1574498.30</td>\n",
       "      <td>576482.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250509</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>2568.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2540.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>-16.0</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>314979.0</td>\n",
       "      <td>805249.71</td>\n",
       "      <td>572386.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250508</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>2560.0</td>\n",
       "      <td>2583.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>406780.0</td>\n",
       "      <td>1044056.22</td>\n",
       "      <td>561732.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250507</td>\n",
       "      <td>2548.0</td>\n",
       "      <td>2555.0</td>\n",
       "      <td>2554.0</td>\n",
       "      <td>2575.0</td>\n",
       "      <td>2518.0</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>450770.0</td>\n",
       "      <td>1150442.63</td>\n",
       "      <td>575512.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  ts_code  trade_date  pre_close  pre_settle    open    high     low   close  \\\n",
       "0  RM.ZCE    20250513     2544.0      2535.0  2535.0  2549.0  2471.0  2487.0   \n",
       "1  RM.ZCE    20250512     2551.0      2557.0  2557.0  2573.0  2506.0  2544.0   \n",
       "2  RM.ZCE    20250509     2563.0      2567.0  2568.0  2573.0  2540.0  2551.0   \n",
       "3  RM.ZCE    20250508     2565.0      2552.0  2560.0  2583.0  2551.0  2563.0   \n",
       "4  RM.ZCE    20250507     2548.0      2555.0  2554.0  2575.0  2518.0  2565.0   \n",
       "\n",
       "   settle  change1  change2       vol      amount        oi  oi_chg  \n",
       "0  2505.0    -48.0    -30.0  639508.0  1601869.15  637424.0     NaN  \n",
       "1  2535.0    -13.0    -22.0  621178.0  1574498.30  576482.0     NaN  \n",
       "2  2557.0    -16.0    -10.0  314979.0   805249.71  572386.0     NaN  \n",
       "3  2567.0     11.0     15.0  406780.0  1044056.22  561732.0     NaN  \n",
       "4  2552.0     10.0     -3.0  450770.0  1150442.63  575512.0     NaN  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(path + file, index_col=0)\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "92f1f6c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ts_code</th>\n",
       "      <th>trade_date</th>\n",
       "      <th>pre_close</th>\n",
       "      <th>pre_settle</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>settle</th>\n",
       "      <th>change1</th>\n",
       "      <th>change2</th>\n",
       "      <th>vol</th>\n",
       "      <th>amount</th>\n",
       "      <th>oi</th>\n",
       "      <th>oi_chg</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250513</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2549.0</td>\n",
       "      <td>2471.0</td>\n",
       "      <td>2487.0</td>\n",
       "      <td>2505.0</td>\n",
       "      <td>-48.0</td>\n",
       "      <td>-30.0</td>\n",
       "      <td>639508.0</td>\n",
       "      <td>1601869.15</td>\n",
       "      <td>637424.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250512</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2506.0</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>-22.0</td>\n",
       "      <td>621178.0</td>\n",
       "      <td>1574498.30</td>\n",
       "      <td>576482.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250509</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>2568.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2540.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>-16.0</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>314979.0</td>\n",
       "      <td>805249.71</td>\n",
       "      <td>572386.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250508</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>2560.0</td>\n",
       "      <td>2583.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>406780.0</td>\n",
       "      <td>1044056.22</td>\n",
       "      <td>561732.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250507</td>\n",
       "      <td>2548.0</td>\n",
       "      <td>2555.0</td>\n",
       "      <td>2554.0</td>\n",
       "      <td>2575.0</td>\n",
       "      <td>2518.0</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>450770.0</td>\n",
       "      <td>1150442.63</td>\n",
       "      <td>575512.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  ts_code  trade_date  pre_close  pre_settle    open    high     low   close  \\\n",
       "0  RM.ZCE    20250513     2544.0      2535.0  2535.0  2549.0  2471.0  2487.0   \n",
       "1  RM.ZCE    20250512     2551.0      2557.0  2557.0  2573.0  2506.0  2544.0   \n",
       "2  RM.ZCE    20250509     2563.0      2567.0  2568.0  2573.0  2540.0  2551.0   \n",
       "3  RM.ZCE    20250508     2565.0      2552.0  2560.0  2583.0  2551.0  2563.0   \n",
       "4  RM.ZCE    20250507     2548.0      2555.0  2554.0  2575.0  2518.0  2565.0   \n",
       "\n",
       "   settle  change1  change2       vol      amount        oi  oi_chg  \n",
       "0  2505.0    -48.0    -30.0  639508.0  1601869.15  637424.0     NaN  \n",
       "1  2535.0    -13.0    -22.0  621178.0  1574498.30  576482.0     NaN  \n",
       "2  2557.0    -16.0    -10.0  314979.0   805249.71  572386.0     NaN  \n",
       "3  2567.0     11.0     15.0  406780.0  1044056.22  561732.0     NaN  \n",
       "4  2552.0     10.0     -3.0  450770.0  1150442.63  575512.0     NaN  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "5cfd31b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.grid=True\n",
    "##plt.grid=False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7f7913cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['date'] = [datetime.datetime.strptime(str(d),\"%Y%m%d\") for d in df['trade_date'] ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "68f85fca",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['atr'] = ta.ATR(df['high'],df['low'],df['close'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "bb8f3caf",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['SMA5'] = ta.SMA(df['close'],5)\n",
    "df['SMA10'] = ta.SMA(df['close'],10)\n",
    "df['SMA20'] = ta.SMA(df['close'],20)\n",
    "df['SMA30'] = ta.SMA(df['close'],30)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "7d868ef1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(df['date'][-300:], df[['close', 'SMA5', 'SMA10', 'SMA20', 'SMA30']][-300:])\n",
    "plt.figure(num=1).set_figwidth(15)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "56905027",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ts_code</th>\n",
       "      <th>trade_date</th>\n",
       "      <th>pre_close</th>\n",
       "      <th>pre_settle</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>settle</th>\n",
       "      <th>change1</th>\n",
       "      <th>...</th>\n",
       "      <th>vol</th>\n",
       "      <th>amount</th>\n",
       "      <th>oi</th>\n",
       "      <th>oi_chg</th>\n",
       "      <th>date</th>\n",
       "      <th>SMA5</th>\n",
       "      <th>SMA10</th>\n",
       "      <th>SMA30</th>\n",
       "      <th>SMA20</th>\n",
       "      <th>atr</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250513</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>2549.0</td>\n",
       "      <td>2471.0</td>\n",
       "      <td>2487.0</td>\n",
       "      <td>2505.0</td>\n",
       "      <td>-48.0</td>\n",
       "      <td>...</td>\n",
       "      <td>639508.0</td>\n",
       "      <td>1601869.15</td>\n",
       "      <td>637424.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2025-05-13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250512</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2506.0</td>\n",
       "      <td>2544.0</td>\n",
       "      <td>2535.0</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>...</td>\n",
       "      <td>621178.0</td>\n",
       "      <td>1574498.30</td>\n",
       "      <td>576482.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2025-05-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250509</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>2568.0</td>\n",
       "      <td>2573.0</td>\n",
       "      <td>2540.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2557.0</td>\n",
       "      <td>-16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>314979.0</td>\n",
       "      <td>805249.71</td>\n",
       "      <td>572386.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2025-05-09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250508</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>2560.0</td>\n",
       "      <td>2583.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>2563.0</td>\n",
       "      <td>2567.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>...</td>\n",
       "      <td>406780.0</td>\n",
       "      <td>1044056.22</td>\n",
       "      <td>561732.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2025-05-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20250507</td>\n",
       "      <td>2548.0</td>\n",
       "      <td>2555.0</td>\n",
       "      <td>2554.0</td>\n",
       "      <td>2575.0</td>\n",
       "      <td>2518.0</td>\n",
       "      <td>2565.0</td>\n",
       "      <td>2552.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>450770.0</td>\n",
       "      <td>1150442.63</td>\n",
       "      <td>575512.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2025-05-07</td>\n",
       "      <td>2542.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1048</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20210108</td>\n",
       "      <td>2895.0</td>\n",
       "      <td>2900.0</td>\n",
       "      <td>2892.0</td>\n",
       "      <td>2928.0</td>\n",
       "      <td>2865.0</td>\n",
       "      <td>2926.0</td>\n",
       "      <td>2894.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>...</td>\n",
       "      <td>822744.0</td>\n",
       "      <td>2381187.04</td>\n",
       "      <td>402579.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021-01-08</td>\n",
       "      <td>3041.4</td>\n",
       "      <td>3027.4</td>\n",
       "      <td>2941.833333</td>\n",
       "      <td>2932.70</td>\n",
       "      <td>109.898111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1049</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20210107</td>\n",
       "      <td>2911.0</td>\n",
       "      <td>2893.0</td>\n",
       "      <td>2916.0</td>\n",
       "      <td>2930.0</td>\n",
       "      <td>2875.0</td>\n",
       "      <td>2895.0</td>\n",
       "      <td>2900.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>617490.0</td>\n",
       "      <td>1790486.38</td>\n",
       "      <td>393462.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021-01-07</td>\n",
       "      <td>2994.2</td>\n",
       "      <td>3022.9</td>\n",
       "      <td>2936.900000</td>\n",
       "      <td>2933.90</td>\n",
       "      <td>105.976817</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1050</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20210106</td>\n",
       "      <td>2873.0</td>\n",
       "      <td>2861.0</td>\n",
       "      <td>2877.0</td>\n",
       "      <td>2926.0</td>\n",
       "      <td>2861.0</td>\n",
       "      <td>2911.0</td>\n",
       "      <td>2893.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>...</td>\n",
       "      <td>726926.0</td>\n",
       "      <td>2102769.50</td>\n",
       "      <td>399089.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021-01-06</td>\n",
       "      <td>2945.6</td>\n",
       "      <td>3022.2</td>\n",
       "      <td>2932.333333</td>\n",
       "      <td>2940.05</td>\n",
       "      <td>103.049902</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1051</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20210105</td>\n",
       "      <td>2872.0</td>\n",
       "      <td>2886.0</td>\n",
       "      <td>2869.0</td>\n",
       "      <td>2885.0</td>\n",
       "      <td>2832.0</td>\n",
       "      <td>2873.0</td>\n",
       "      <td>2861.0</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>...</td>\n",
       "      <td>670209.0</td>\n",
       "      <td>1917203.12</td>\n",
       "      <td>385630.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021-01-05</td>\n",
       "      <td>2918.2</td>\n",
       "      <td>3004.3</td>\n",
       "      <td>2926.833333</td>\n",
       "      <td>2943.20</td>\n",
       "      <td>101.332052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1052</th>\n",
       "      <td>RM.ZCE</td>\n",
       "      <td>20210104</td>\n",
       "      <td>2883.0</td>\n",
       "      <td>2831.0</td>\n",
       "      <td>2880.0</td>\n",
       "      <td>2922.0</td>\n",
       "      <td>2863.0</td>\n",
       "      <td>2872.0</td>\n",
       "      <td>2886.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>...</td>\n",
       "      <td>664379.0</td>\n",
       "      <td>1917135.54</td>\n",
       "      <td>392444.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021-01-04</td>\n",
       "      <td>2895.4</td>\n",
       "      <td>2985.3</td>\n",
       "      <td>2923.766667</td>\n",
       "      <td>2943.45</td>\n",
       "      <td>98.308334</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1053 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     ts_code  trade_date  pre_close  pre_settle    open    high     low  \\\n",
       "0     RM.ZCE    20250513     2544.0      2535.0  2535.0  2549.0  2471.0   \n",
       "1     RM.ZCE    20250512     2551.0      2557.0  2557.0  2573.0  2506.0   \n",
       "2     RM.ZCE    20250509     2563.0      2567.0  2568.0  2573.0  2540.0   \n",
       "3     RM.ZCE    20250508     2565.0      2552.0  2560.0  2583.0  2551.0   \n",
       "4     RM.ZCE    20250507     2548.0      2555.0  2554.0  2575.0  2518.0   \n",
       "...      ...         ...        ...         ...     ...     ...     ...   \n",
       "1048  RM.ZCE    20210108     2895.0      2900.0  2892.0  2928.0  2865.0   \n",
       "1049  RM.ZCE    20210107     2911.0      2893.0  2916.0  2930.0  2875.0   \n",
       "1050  RM.ZCE    20210106     2873.0      2861.0  2877.0  2926.0  2861.0   \n",
       "1051  RM.ZCE    20210105     2872.0      2886.0  2869.0  2885.0  2832.0   \n",
       "1052  RM.ZCE    20210104     2883.0      2831.0  2880.0  2922.0  2863.0   \n",
       "\n",
       "       close  settle  change1  ...       vol      amount        oi  oi_chg  \\\n",
       "0     2487.0  2505.0    -48.0  ...  639508.0  1601869.15  637424.0     NaN   \n",
       "1     2544.0  2535.0    -13.0  ...  621178.0  1574498.30  576482.0     NaN   \n",
       "2     2551.0  2557.0    -16.0  ...  314979.0   805249.71  572386.0     NaN   \n",
       "3     2563.0  2567.0     11.0  ...  406780.0  1044056.22  561732.0     NaN   \n",
       "4     2565.0  2552.0     10.0  ...  450770.0  1150442.63  575512.0     NaN   \n",
       "...      ...     ...      ...  ...       ...         ...       ...     ...   \n",
       "1048  2926.0  2894.0     26.0  ...  822744.0  2381187.04  402579.0     NaN   \n",
       "1049  2895.0  2900.0      2.0  ...  617490.0  1790486.38  393462.0     NaN   \n",
       "1050  2911.0  2893.0     50.0  ...  726926.0  2102769.50  399089.0     NaN   \n",
       "1051  2873.0  2861.0    -13.0  ...  670209.0  1917203.12  385630.0     NaN   \n",
       "1052  2872.0  2886.0     41.0  ...  664379.0  1917135.54  392444.0     NaN   \n",
       "\n",
       "           date    SMA5   SMA10        SMA30    SMA20         atr  \n",
       "0    2025-05-13     NaN     NaN          NaN      NaN         NaN  \n",
       "1    2025-05-12     NaN     NaN          NaN      NaN         NaN  \n",
       "2    2025-05-09     NaN     NaN          NaN      NaN         NaN  \n",
       "3    2025-05-08     NaN     NaN          NaN      NaN         NaN  \n",
       "4    2025-05-07  2542.0     NaN          NaN      NaN         NaN  \n",
       "...         ...     ...     ...          ...      ...         ...  \n",
       "1048 2021-01-08  3041.4  3027.4  2941.833333  2932.70  109.898111  \n",
       "1049 2021-01-07  2994.2  3022.9  2936.900000  2933.90  105.976817  \n",
       "1050 2021-01-06  2945.6  3022.2  2932.333333  2940.05  103.049902  \n",
       "1051 2021-01-05  2918.2  3004.3  2926.833333  2943.20  101.332052  \n",
       "1052 2021-01-04  2895.4  2985.3  2923.766667  2943.45   98.308334  \n",
       "\n",
       "[1053 rows x 21 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "a960b910",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1)\n",
    "axes.plot(df['date'][-100:], df[['close', 'SMA5', 'SMA10', 'SMA20', 'SMA30']][-100:])\n",
    "#axes.legend(loc='lower center',frameon=False)\n",
    "plt.xlabel('date')\n",
    "plt.ylabel('price')\n",
    "plt.legend(['close', 'SMA5', 'SMA10', 'SMA20', 'SMA30'],scatterpoints=2,frameon=True,labelspacing=1,title='City Area')\n",
    "\n",
    "fig.set_figwidth(15)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "ed264954",
   "metadata": {},
   "outputs": [],
   "source": [
    "ta.ATR?"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
